Topic

Product and MVP

Validate demand, shape scope and turn uncertain product bets into testable releases.

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Focused clusters

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Start with the cornerstone

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Latest in this collection

YC application technical readiness checklist with demo, metrics and founder ownership checks Product & MVP

YC Application Technical Readiness: What to Build Before You Apply

YC does not require an MVP, but a working demo, real user evidence and founder-owned technical progress can sharpen your application. Use this checklist to build proof instead of polish.

B2B SaaS validation scorecard for DACH procurement, privacy and paid pilot evidence Product & MVP

B2B Product Validation in DACH

Validate demand before funding the full build. Test buyer access, procurement, GDPR evidence, paid pilots and slow sales-cycle signals.

Paid pilot, proof of concept and design partner compared by the commercial evidence each produces Product & MVP

Paid Pilot vs PoC vs Design Partner: Which One Proves Demand?

Decision guide for choosing the right evidence test: technical feasibility, customer learning or willingness to pay, with a seven-condition paid-pilot scorecard and contract brief.

Minimum credible product replacing the traditional MVP in the age of AI Product & MVP

The MVP Is Dead. Build a Minimum Credible Product.

AI made prototypes cheap, not product judgment. The traditional MVP's roughness now damages the signal it was meant to collect. A practical case for building less, finishing one trustworthy path, and measuring evidence that deserves the next investment.

Technical due diligence checklist for an AI MVP before a funding round Product & MVP

Technical Due Diligence for AI MVPs Before Funding

What investors check beyond the demo: evals, model and prompt versioning, inference economics, data rights, and the handover artifacts that keep your valuation when diligence starts.

AI MVP scope template with acceptance criteria, eval set, and launch gate Product & MVP

AI MVP Scope Template

Scoping an AI MVP differs from normal software: you replace it works with an eval set, a metric and threshold, a launch gate, and failure handling. A copy-ready SoW template included.

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Complete article directory

  1. YC Application Technical Readiness: What to Build Before You Apply
  2. B2B Product Validation in DACH
  3. Paid Pilot vs PoC vs Design Partner: Which One Proves Demand?
  4. The MVP Is Dead. Build a Minimum Credible Product.
  5. Technical Due Diligence for AI MVPs Before Funding
  6. AI MVP Scope Template
  7. How Much Does an AI MVP Cost in Austria in 2026?
  8. Products We Shipped. How Many Failed
  9. Road to Product Market Fit
  10. Escaping The Feature Trap